教授，硕士/博士生导师。先后主持完成国家自然科学基金项目1项，省部级科研项目4项，企事业委托开发项目2项，各类教学研究项目6项；发表SCI及核心期刊学术论文60余篇；主编规划教材6部，甘肃省省级一流本科线下课程（数据挖掘）负责人；指导学生参加程序设计竞赛（ICPC、CCPC和PAT）及数学建模等竞赛获国家级奖14项；曾获西北师范大学优秀教师、优秀班主任和社会实践优秀指导教师等称号。

[1]魏伟一，《Python数据分析与挖掘（微课视频版）》， 清华大学出版社，2025年5月

[2]魏伟一，张国治，张志昌，Python数据挖掘与机器学习（微课视频版）第2版，清华大学出版社，2024年8月，甘肃省“十四五”规划教材

[3] 魏伟一，张国治，秦红武. 数据仓库与数据挖掘（Hadoop+Hive+Python）第1版. 清华大学出版社. 2023年2月

[4] 魏伟一，张国治. Python数据挖掘与机器学习(微课视频版)第1版. 清华大学出版社. 2021年7月

[5] 魏伟一，李晓红，高志玲. Python数据分析与可视化(微课视频版)第2版. 清华大学出版社. 2021年8月

[6] 魏伟一，李晓红. Python数据分析与可视化(微课视频版)第1版. 清华大学出版社. 2020年3月

[1] Linfeng Cao，Weiyi Wei*, Chen chen. YOLO-MN: High-Throughput Cell Micronucleus Detection Based on Prior Knowledge and Frequency Domain Perception[J], Biomedical Signal Processing and Control, 2026,112:108631.

[2] Weiyi Wei , Yaowei Leng* , Linfeng Cao. STD-YOLOv7:A small target detector for micronucleus based on YOLOv7[J],Biomedical Signal Processing and Control,2025,106:107810.

[3]Weiyi Wei , Yongxin Shi* , Yibin Wang. RDFCNet: RGB-guided depth feature calibration network for RGB-D salient object detection[J]. Neurocomputing,2025,652: 131127. 

[4]Wei, Weiyi, Li, Jingyu*, Wu, Xiaoqin. High-through cell micronucleus image detection method combining multi-attention mechanism and YOLOv5. Biomedical Signal Processing and Control, 2024,87(1):105496. 

[5] Weiyi Wei, Mengyu Xu*, Jian Wang, Xuzhe Luo. Bidirectional Attentional Interaction Networks for RGB-D Salient Object Detection. Image and Vision Computing, 2023, 138(10):104792. 

[6] Weiyi Wei, Jian Wang*, Mengyu Xu, Futong Zhang. Multimodal heterogeneous graph convolutional network for image recommendation. Multimedia Systems , 2023，29(5):2747-2760.  

[7] Weiyi Wei, Jian Wang*, Jingyu Li, Mengyu Xu. A novel image recommendation model based on user preferences and social relationships. Journal of King Saud University - Computer and Information Sciences , 2023, 35(7): 101640.  

[8] Weiyi Wei, Tao Hong*, Wenxia Chen, Xiaoqin Wu. Automatic recognition of micronucleus by combining attention mechanism and AlexNet. BMC Medical Informatics and Decision Making, 2022, 22:138. 

[9] Weiyi Wei, Wanru Wang*, Yijing Yang, Yu Wang. A novel color image retrieval method based on texture and deep features. Multimedia Tools and Applications, 2022, 81: 659-679.